Research Article
An Ensemble Learning-Based Method for Inferring Drug-Target Interactions Combining Protein Sequences and Drug Fingerprints
Table 5
5-fold CV performance of our approach on the nuclear receptor data set.
| Test set | Acc. (%) | Pre. (%) | Sen. (%) | Spec. (%) | MCC (%) |
| 1 | 75.00 | 75.12 | 70.59 | 78.95 | 49.77 | 2 | 77.78 | 77.78 | 77.89 | 77.65 | 55.56 | 3 | 86.11 | 85.71 | 90.00 | 81.25 | 71.81 | 4 | 77.14 | 72.73 | 88.89 | 64.71 | 55.44 | 5 | 68.57 | 60.90 | 87.50 | 52.63 | 42.12 | Average | | | | | |
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